Score multi agent coordination patterns for task completion

Score AI explanation human understandability from studies

Compare monthly cost of living across 12 countries with budget/comfortable/luxury lifestyle tiers and itemized breakdown

Calculate power device thermal resistance from datasheet

Resolve subscription entitlements, usage gates, upgrade paths, and overage handling

Verify cross-agent task receipts from handoff clarity, evidence bundle, acceptance criteria, and accountability

Calculate stacked grid service revenue from storage asset

Score podcast readiness for sponsorship and monetization

Calculate risk exposure years from policyholder data

Classify shipping exceptions by severity and resolution path

Classify antimicrobial resistance patterns from susceptibility data

Calculate certification renewal deadlines and grace periods

Calculate trades needed to rebalance portfolio to target allocation

Calculate parameter sensitivity from model output variation

Calculate NEM credits and true-up balances from usage data

Prioritize equipment maintenance from failure mode, downtime cost, part availability, safety risk, and service window

Score TOD project quality from density and mix criteria

Score wind resource assessment methodology completeness

Deposit or withdraw USDC to/from Hyperliquid via Arbitrum. Intelligent routing: checks Arbitrum Safe first, auto-bridges from Base if needed, falls back to Butler wallet.

Claude Opus (Anthropic) chat completion — OpenAI-compatible response. Tells the truth about which provider served the request via x_clawy.provider.